Sabrina Klos geb. Müller

M. Sc. Sabrina Klos geb. Müller

+49 6151 16-22376
+49 6151 16-22382

Merckstraße 25
64283 Darmstadt

Raum: S3|06 247

Mehr Informationen

Forschungsinteressen

  • Mathematische Optimierung
  • Maschinelles Lernen
  • Caching und Computation Offloading in Drahtlosnetzwerken
  • Mobile Crowdsourcing

Publikationen

  • S. Klos née Müller, C. Tekin, M. van der Schaar & A. Klein, “Context-Aware Hierarchical Online Learning for Performance Maximization in Mobile Crowdsourcing,” in IEEE/ACM Transactions on Networking, vol. 26, no. 3, pp. 1334-1347, June 2018.
  • A. Asadi, S. Müller, G. H. Sim, A. Klein & M. Hollick, “FML: Fast Machine Learning for 5G mmWave Vehicular Communications,” in Proc. IEEE International Conference on Computer Communications (INFOCOM), Honolulu, USA, Apr 2018.
  • M. Fasil, S. Müller, H. Al-Shatri & A. Klein, “Exploiting Caching and Cross-Layer Transitions for Content Delivery in Wireless Multihop Networks,” in Proc. 2nd Content Caching and Delivery in Wireless Networks Workshop (CCDWN), Paris, France, May 2017.
  • S. Müller, O. Atan, M. van der Schaar & A. Klein, „Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks,“ IEEE Transactions on Wireless Communications, vol. 16, no. 2, pp. 1024-1036, Feb. 2017.
  • S. Müller, O. Atan, M. van der Schaar & A. Klein, „Smart Caching in Wireless Small Cell Networks via Contextual Multi-Armed Bandits,“ in Proc. IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 2016.
  • M. Mousavi, S. Müller, H. Al-Shatri, B. Freisleben & A. Klein, „Multi-Hop Data Dissemination with Selfish Nodes: Optimal Decision and Fair Cost Allocation Based on the Shapley Value,“ in Proc. IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 2016.
  • H. Al-Shatri, S. Müller & A. Klein, „Distributed Algorithm for Energy Efficient Multi-Hop Computation Offloading,“ in Proc. IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 2016.
  • A. Frömmgen, S. Sadasivam, S. Müller, A. Klein & A. Buchmann, „Poster: Use your Senses: A Smooth Multipath TCP WiFi/Mobile Handover,“ in Proc. 21st Annual International Conference on Mobile Computing and Networking (MobiCom), Paris, France, Sep 2015.
  • S. Müller, H. Al Shatri, M. Wichtlhuber, D. Hausheer & A. Klein, „Computation Offloading in Wireless Multi-Hop Networks: Energy Minimization via Multi-Dimensional Knapsack Problem,“ in Proc. IEEE 26th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Hong Kong, China, Aug 2015.
  • M. Wichtlhuber, S. Dargutev, S. Müller, A. Klein & D. Hausheer, „QTrade: A Quality of Experience Based Peercasting Trading Scheme,“ in Proc. IEEE International Conference on Peer-to-Peer Computing (P2P), Cambridge, USA, Aug 2015.

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